Ataccama ONE Platform vs SAS Data Management comparison

Ataccama and SAS are both solutions in the Data Quality category. Ataccama is ranked #4 with an average rating of 7.7, while SAS is ranked #7 with an average rating of 9.0. Ataccama holds a 4.9% mindshare in DQ, compared to SAS’s 3.3% mindshare. Additionally, 100% of Ataccama users are willing to recommend the solution, compared to 88% of SAS users who would recommend it.

Ataccama ONE Platform

Read 15 Ataccama ONE Platform reviews

2,954 Views
1,063 Comparison Views

100% willing to recommend

SAS Data Management

Read 18 SAS Data Management reviews

2,052 Views
451 Comparison Views

88% willing to recommend

Ataccama ONE Platform

SAS Data Management

Comparison Buyer's Guide

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Executive SummaryUpdated on Nov 16, 2025

SAS Data Management and Ataccama ONE Platform both compete in the data management solutions category. SAS Data Management seems to have the upper hand due to its flexibility and robust language features, enabling easy data access and management across diverse sources.

Features: SAS Data Management facilitates comprehensive data standardization, transformation, and integration. It supports connecting with various data sources and offers powerful language capabilities for efficient data management. Ataccama ONE Platform offers intuitive drag-and-drop functionality, robust data profiling, and AI integration, enabling advanced data governance and unstructured data handling.

Room for Improvement: SAS Data Management could benefit from enhanced ETL functions, simplified SAP and Salesforce integration, and better graphical data representation. Pricing and licensing present challenges. Ataccama ONE could improve unstructured data handling, Unix integration capabilities, and documentation comprehensiveness. Limitations with large databases also suggest the need for increased versatility.

Ease of Deployment and Customer Service: SAS Data Management supports both on-premises and hybrid cloud deployments, providing responsive customer service and escalation paths for unresolved issues. Ataccama ONE focuses on on-premises deployment with satisfactory technical support. SAS's hybrid cloud support provides an edge in flexibility.

Pricing and ROI: SAS Data Management is expensive, which may deter smaller organizations, but offers high ROI in data reliability and cost efficiency. It has structured licensing, which can be prohibitive. Ataccama ONE provides competitive pricing, available without a license, offering flexibility and value across various industries.

To learn more, read our detailed Ataccama ONE Platform vs. SAS Data Management Report (Updated: January 2026).

Buyer's Guide

Ataccama ONE Platform vs. SAS Data Management

January 2026

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Review summaries and opinions

We asked business professionals to review the solutions they use. Here are some excerpts of what they said:

ROI

Sentiment score

6.1

Ataccama ONE reduced costs by enhancing data quality, speeding tasks, and minimizing teams, though not all users saw returns.

Sentiment score

5.8

SAS Data Management boosts data accuracy, reduces storage costs, and is vital in banking, finance, and pharmaceutical sectors.

Legally, financially, and reputationally, addressing these data quality issues was crucial, and implementing Ataccama was a major step for them.

JohnZacharkan

Senior Architect at SourcEdge

Money got saved and time got saved because previously, data quality was addressed through SQL and Python.

Akhil Danturti

Data Governance Analyst at Entain India

For more quotes and insights, download the Ataccama ONE Platform report

No quotes available

For more quotes and insights, download the SAS Data Management report

Customer Service

Sentiment score

7.1

Ataccama ONE Platform's customer service is praised for effectiveness, but concerns include prolonged issue resolution and cost-related chat support suggestions.

Sentiment score

7.1

Customer service satisfaction with SAS Data Management is high, despite regional differences and limited online resources, thanks to responsive support.

MetLife worked with senior developers who made a positive impact on our experience.

JohnZacharkan

Senior Architect at SourcEdge

We can raise a ticket using Jira, and they address it as soon as possible based on priority.

Akhil Danturti

Data Governance Analyst at Entain India

If it is a small issue, they tend to respond very quickly and they try to answer the question.

reviewer2788908

Data Engineer lV at a consultancy with 11-50 employees

For more quotes and insights, download the Ataccama ONE Platform report

The support for SAS in Brazil is not the best one, but the support in Sweden is really good, as they visit the company and work to solve the issues.

Fernanda Knopki

Data Scientist & Scrum Master at Volvo Group

For more quotes and insights, download the SAS Data Management report

Scalability Issues

Sentiment score

5.3

Ataccama ONE is scalable, praised for data flexibility, but may face performance issues with large datasets in cloud environments.

Sentiment score

6.8

SAS Data Management is highly scalable, supporting enterprise tasks with robust servers, comparable to Oracle and Microsoft solutions.

As the volume increases, the performance of Ataccama ONE Platform decreases.

Dm-Dm

data engineer at a tech vendor with 10,001+ employees

Ataccama ONE Platform's scalability is high, supporting large volumes of data and complex logic with flexible deployment options.

Akhil Danturti

Data Governance Analyst at Entain India

There was a concern with the architectural team about how much processing Ataccama ONE would need as usage scaled up.

JohnZacharkan

Senior Architect at SourcEdge

For more quotes and insights, download the Ataccama ONE Platform report

No quotes available

For more quotes and insights, download the SAS Data Management report

Stability Issues

Sentiment score

7.4

Ataccama ONE is stable and reliable, with minor issues mostly during upgrades; users rate it 70-80% stable.

Sentiment score

7.2

SAS Data Management is highly stable, especially on Linux, but might need client-side configurations for optimal performance.

The updates were worth implementing, with no significant problems observed.

JohnZacharkan

Senior Architect at SourcEdge

We are still developing the application, so there have not been many crashes or instabilities.

reviewer2788908

Data Engineer lV at a consultancy with 11-50 employees

Ataccama ONE Platform is stable.

reviewer2789628

master data analyst operation at a manufacturing company with 5,001-10,000 employees

For more quotes and insights, download the Ataccama ONE Platform report

No quotes available

For more quotes and insights, download the SAS Data Management report

Room For Improvement

Ataccama ONE Platform faces performance, integration, documentation, and usability challenges needing improvements for better data handling and governance.

SAS Data Management needs improved usability, licensing, integration, cloud features, scalability, stability, and enhanced automated reporting and documentation.

The documentation part can be improved because documentation is key for any organization or tool.

Akhil Danturti

Data Governance Analyst at Entain India

It would be beneficial if these interactions could be more plug-and-play and less code-intensive, making them more efficient and easier to set up.

JohnZacharkan

Senior Architect at SourcEdge

After every change and every match and merge rule you apply, you need to reprocess the entire record, which has to again go through the match and merge rules.

Dm-Dm

data engineer at a tech vendor with 10,001+ employees

For more quotes and insights, download the Ataccama ONE Platform report

There is significant room for improvement, especially with regard to using a hybrid approach that involves both CAS and persistent storage.

SantoshTiwari

Associate Director at Woodpecker Analytics & Services

For more quotes and insights, download the SAS Data Management report

Setup Cost

Ataccama ONE Platform pricing is reasonable, with additional fees for features, impacting organizations with specific data security needs.

SAS Data Management is powerful but costly, with affordability challenges for businesses, though educational trials and market-based pricing options exist.

What made the costing a problem with Ataccama ONE Platform is related to licensing, as it is every one year.

Dm-Dm

data engineer at a tech vendor with 10,001+ employees

The only concern I had was that some features like address validation cost a little extra with the basic plan.

Akhil Danturti

Data Governance Analyst at Entain India

I have heard that the licensing and setup costs are quite high, especially if we try to connect for a support call.

reviewer2790621

Data Analyst, Quality Assurance Specialist at a tech vendor with 10,001+ employees

For more quotes and insights, download the Ataccama ONE Platform report

From my experience, SAS Data Management is an expensive tool.

SantoshTiwari

Associate Director at Woodpecker Analytics & Services

For more quotes and insights, download the SAS Data Management report

Valuable Features

Ataccama ONE Platform excels in user-friendly data management, offering automation, scalability, and AI features for enhanced governance.

SAS Data Management provides user-friendly, comprehensive data handling with strong integration, quality, governance, and flexible connectivity features.

We were able to interface bidirectionally with Collibra for data governance, catching data quality issues before propagating through the system.

JohnZacharkan

Senior Architect at SourcEdge

It is very good in scalability.

reviewer2788908

Data Engineer lV at a consultancy with 11-50 employees

Ataccama ONE Platform has positively impacted our organization because before its implementation, completing tasks such as more than 100 or thousands of rules took more than a week. Now, we complete those tasks in less than two or three days due to the automation and one-time task capability.

reviewer2790621

Data Analyst, Quality Assurance Specialist at a tech vendor with 10,001+ employees

For more quotes and insights, download the Ataccama ONE Platform report

SAS Data Management stands out because of its data standardization, transformation, and verification capabilities.

SantoshTiwari

Associate Director at Woodpecker Analytics & Services

Fernanda Knopki

Data Scientist & Scrum Master at Volvo Group

For more quotes and insights, download the SAS Data Management report

Categories and Ranking

Ataccama ONE Platform

Ranking in Data Quality

4th

Ranking in Data Governance

10th

Average Rating

7.8

Reviews Sentiment

6.7

Number of Reviews

Ranking in other categories

Data Scrubbing Software (4th), Master Data Management (MDM) Software (5th), AI Observability (39th)

SAS Data Management

Ranking in Data Quality

7th

Ranking in Data Governance

22nd

Average Rating

8.6

Reviews Sentiment

6.6

Number of Reviews

Ranking in other categories

Data Integration (28th)

Mindshare comparison

As of January 2026, in the Data Quality category, the mindshare of Ataccama ONE Platform is 4.9%, down from 8.7% compared to the previous year. The mindshare of SAS Data Management is 3.3%, up from 2.3% compared to the previous year. It is calculated based on PeerSpot user engagement data.

Data Quality Market Share Distribution
Product	Market Share (%)
Ataccama ONE Platform	4.9%
SAS Data Management	3.3%
Other	91.8%

Data Quality

Featured Reviews

Akhil Danturti

Data Governance Analyst at Entain India

Streamlines reusable data quality rules and has highlighted the need for richer logic and documentation

I worked in Ataccama ONE Platform from version 5 and now we have version 15, which has improved a lot. However, there is still considerable scope for improvement because Ataccama ONE Platform was not that great around 2020 when I started working with it. There can still be more features including writing any logic, improving more keywords for logic building, and enhancing address validation, based on my understanding. User experience is actually good; I do not have any complaints or feedback on that. However, the documentation part can be improved because documentation is key for any organization or tool. If anything is needed for understanding, you have to rely on documentation. Ataccama's documentation has potential for improvement.

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Fernanda Knopki

Data Scientist & Scrum Master at Volvo Group

Has supported centralized data access and improved governance through unified administration

The best features I appreciate about SAS Data Management tool are that it's easy to create the flows and schedule data, and the tables are not too big, making it easy to control the ETL process, including user access which is also easy to manage in SAS. The data integration tools with SAS Data Management were quite good because they allowed me to do all lineage, to manage and see all the variables, find the libraries where the data is, and understand the data in just one tool. Offering another development environment combining code and predefined objects, where I could just drag and drop to achieve what I needed, although some objects were not too good, but some were effective. The metadata management feature of SAS Data Management helps a lot; creating your data marts or data lake with good naming conventions, library conventions, and so on is very important because it allows easy queries to find the whole structure, though I think metadata governance also depends on first definitions, not only on the tool. SAS Data Management is very good for data governance; for me, it was the best tool I worked with in data management, although I don't have too much experience with others, and it truly helped a lot.

Read full review

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Top Industries

By visitors reading reviews

Manufacturing Company

11%

Financial Services Firm

11%

Computer Software Company

Energy/Utilities Company

Financial Services Firm

28%

Government

Computer Software Company

Manufacturing Company

Company Size

By reviewers

Large Enterprise

Midsize Enterprise

Small Business

By reviewers
Company Size	Count
Small Business	4
Large Enterprise	11

By reviewers
Company Size	Count
Small Business	7
Midsize Enterprise	1
Large Enterprise	8

Questions from the Community

What needs improvement with Ataccama ONE Platform?

See all answers

What is your primary use case for Ataccama ONE Platform?

My main use case for Ataccama ONE Platform is to develop data quality rules, apply them in the monitoring project, and then triage the issues with the data quality rules. For example, we had a proj...

See all answers

What advice do you have for others considering Ataccama ONE Platform?

Ataccama ONE Platform was on-premise before but has moved to a hybrid cloud now. Ataccama ONE Platform integrates with other tools or systems in my organization. Ataccama ONE Platform connects with...

See all answers

What is your experience regarding pricing and costs for SAS Data Management?

From my experience, SAS Data Management is an expensive tool.

See all answers

What needs improvement with SAS Data Management?

There is significant room for improvement, especially with regard to using a hybrid approach that involves both CAS and persistent storage.

See all answers

What is your primary use case for SAS Data Management?

The main idea for using SAS Data Management was to bring all data inside SAS. I brought the finance area and the sales area in the company that I have worked, along with some market planning data, ...

See all answers

Comparisons

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Compared 12% of the time

Microsoft Purview Data Governance vs Ataccama ONE Platform

Compared 11% of the time

Informatica Intelligent Data Management Cloud (IDMC) vs Ataccama ONE Platform

Compared 11% of the time

Collibra Platform vs Ataccama ONE Platform

Compared 10% of the time

Qlik Talend Cloud vs Ataccama ONE Platform

Compared 5% of the time

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Informatica Intelligent Data Management Cloud (IDMC) vs SAS Data Management

Compared 14% of the time

Collibra Platform vs SAS Data Management

Compared 10% of the time

Informatica PowerCenter vs SAS Data Management

Compared 6% of the time

Qlik Talend Cloud vs SAS Data Management

Compared 6% of the time

Protegrity’s Data Protection Platform vs SAS Data Management

Compared 5% of the time

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Product Reports

Buyer's Guide

Ataccama ONE Platform

January 2026

Download Ataccama ONE Platform product report

Buyer's Guide

SAS Data Management

January 2026

Download SAS Data Management product report

Also Known As

Ataccama DQ Analyzer

SAS Data Management Platform, Data Management Platform, DataFlux

Overview

Ataccama ONE Platform provides a comprehensive solution for profiling, cleansing, and integrating data with a user-friendly drag-and-drop interface, enhancing data quality and governance.

Ataccama ONE Platform enhances data profiling and cleansing with easy configuration and robust integration, such as with Collibra. Users value its drag-and-drop capabilities, supporting mainframe, AI, and machine learning. The platform improves data security through profiling and masking while offering extensive integration options. Some areas needing improvement include large database handling and batch management. Additional support for social media data sources, better documentation, and clearer language would be beneficial. Enhanced interfaces, particularly with Collibra, and refined notification systems are desired. This platform suits users seeking improvements in data quality, governance classification, and data migration, connecting with sources like Microsoft SQL, Oracle, and Teradata.

What are the key features of Ataccama ONE Platform?

Data Profiling and Cleansing: Enhances data quality with easy configuration.
Flexible Integration: Seamless integration with platforms like Collibra.
Drag-and-Drop Interface: Provides ease in workflow management.
Support for AI and Machine Learning: Offers advanced analytical capabilities.
Data Security: Ensures protection with profiling and masking features.

What benefits and ROI can users expect?

Improved Data Quality: Enhances data accuracy and reliability.
Enhanced Governance: Facilitates better metadata classification and compliance.
Increased Efficiency: Streamlines data integration and transformation processes.
Advanced Analytics: Leverages AI for insightful data analysis.

In industries like finance and healthcare, Ataccama ONE Platform facilitates data quality management and ensures compliance by connecting with data sources such as Microsoft SQL and Oracle. These industries utilize it for data migration tasks, ensuring data integrity through mapping and transformation processes.

Ataccama

Every decision, every business move, every successful customer interaction - they all come down to high-quality, well-integrated data. If you don't have it, you don't win. SAS Data Management is an industry-leading solution built on a data quality platform that helps you improve, integrate and govern your data.

SAS

Sample Customers

Société Générale, First Data, Raiffeisenbank International, T-Mobile, Avast, RSA, Toronto Public Library

Data Management, 1-800-FLOWERS.COM, Absa, Aegon, Allianz Global Corporate & SpecialtyAusgrid, Bank of Queensland, Bell, BMC Software, Canada Post, Ceska pojistovna, Chantecler, Chubb Group of Insurance Companies, Credit Guarantee Corporation, Cr_dito y Cauci‹n, Delaware State Police, Deutsche Lufthansa, Directorate of Economics and Statistics, DSM, Enerjisa, ERGO Insurance Group, Florida Department of Corrections, Generali Hellas, Gitanjali Group, Gloucestershire Constabulary, GS Home Shopping, HealthPartners, IAG New Zealand, iJET, Invacare, Livzon Pharmaceutical Group, Los Angeles County, Miami Herald Media Company, Netherlands Enterprise Agency, New Zealand Ministry of Health, Nippon Paper, North Carolina Office of Information Technology Services, Orlando Magic, OTP Group, PITT OHIO, Plano Independent School District, RWE Poland, Spanish Air Force, Stockholm County Council, Telus, The Travel Corporation, Transitions Optical, Triad Analytic Solutions, UNIQA, US Census Bureau, US Department of Housing and Urban Development, USDA National Agricultural Statistics Service, West Midlands Police, XS Inc., Zenith Insurance

Buyer's Guide

Ataccama ONE Platform vs. SAS Data Management

January 2026

Free Report: Ataccama ONE Platform vs. SAS Data Management

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